Speaker
Christopher Summerfield
Description
Human learning progresses in stages. Humans benefit from training curricula. I will discuss the reasons for these phenomena, using neural networks trained with gradient descent as a model system. I will show that humans and neural network learning often unfolds in strikingly similar ways, following a similar path, and with similar sensitivity to structured curricula. I will discuss implications for human education and AI alignment.